I had a 1000 sqft storage room at my business wit the same issue. I tried a grinder but after about 6 hours it still had lots of mastic everywhere. Next I tried Bee-e-doo mastic remover.
It worked great. Poor it on, spread it around with a squeegee wait and it dissolved the mastic. Then it was...